Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 100 |
| Missing cells (%) | 0.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 75.6 KiB |
| Average record size in memory | 77.5 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 18 |
C4 is highly correlated with C9 and 1 other fields | High correlation |
C9 is highly correlated with C4 and 1 other fields | High correlation |
C25 is highly correlated with C4 and 1 other fields | High correlation |
C4 is highly correlated with C9 and 1 other fields | High correlation |
C9 is highly correlated with C4 and 1 other fields | High correlation |
C25 is highly correlated with C4 and 1 other fields | High correlation |
C4 is highly correlated with C25 | High correlation |
C25 is highly correlated with C4 | High correlation |
C24 is highly correlated with C8 | High correlation |
C8 is highly correlated with C24 | High correlation |
Class is highly correlated with C7 | High correlation |
C4 is highly correlated with C9 and 1 other fields | High correlation |
C7 is highly correlated with Class | High correlation |
C8 is highly correlated with C24 | High correlation |
C9 is highly correlated with C4 and 1 other fields | High correlation |
C14 is highly correlated with C22 | High correlation |
C22 is highly correlated with C14 | High correlation |
C24 is highly correlated with C8 | High correlation |
C25 is highly correlated with C4 and 1 other fields | High correlation |
Class has 100 (10.0%) missing values | Missing |
df_index has unique values | Unique |
Reproduction
| Analysis started | 2021-10-02 08:20:09.991711 |
|---|---|
| Analysis finished | 2021-10-02 08:20:21.800751 |
| Duration | 11.81 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 509.5 |
| Minimum | 0 |
|---|---|
| Maximum | 1099 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 49.95 |
| Q1 | 249.75 |
| median | 499.5 |
| Q3 | 749.25 |
| 95-th percentile | 1049.05 |
| Maximum | 1099 |
| Range | 1099 |
| Interquartile range (IQR) | 499.5 |
Descriptive statistics
| Standard deviation | 305.4939878 |
|---|---|
| Coefficient of variation (CV) | 0.5995956581 |
| Kurtosis | -1.002572921 |
| Mean | 509.5 |
| Median Absolute Deviation (MAD) | 250 |
| Skewness | 0.167175411 |
| Sum | 509500 |
| Variance | 93326.57658 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 671 | 1 | 0.1% |
| 658 | 1 | 0.1% |
| 659 | 1 | 0.1% |
| 660 | 1 | 0.1% |
| 661 | 1 | 0.1% |
| 662 | 1 | 0.1% |
| 663 | 1 | 0.1% |
| 664 | 1 | 0.1% |
| 665 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 1099 | 1 | |
| 1098 | 1 | |
| 1097 | 1 | |
| 1096 | 1 | |
| 1095 | 1 | |
| 1094 | 1 | |
| 1093 | 1 | |
| 1092 | 1 | |
| 1091 | 1 | |
| 1090 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 100 |
| Missing (%) | 10.0% |
| Memory size | 1.2 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 650 | |
| 1.0 | 250 | 25.0% |
| (Missing) | 100 | 10.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 650 | |
| 1.0 | 250 | 27.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
C1
Real number (ℝ≥0)
| Distinct | 55 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.039 |
| Minimum | 18 |
|---|---|
| Maximum | 75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 26 |
| median | 32 |
| Q3 | 41 |
| 95-th percentile | 59 |
| Maximum | 75 |
| Range | 57 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.39857037 |
|---|---|
| Coefficient of variation (CV) | 0.3253109497 |
| Kurtosis | 0.568088875 |
| Mean | 35.039 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.008867955 |
| Sum | 35039 |
| Variance | 129.9274064 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 54 | 5.4% |
| 27 | 49 | 4.9% |
| 25 | 48 | 4.8% |
| 23 | 42 | 4.2% |
| 29 | 40 | 4.0% |
| 32 | 39 | 3.9% |
| 24 | 39 | 3.9% |
| 35 | 39 | 3.9% |
| 22 | 39 | 3.9% |
| 36 | 36 | 3.6% |
| Other values (45) | 575 |
| Value | Count | Frequency (%) |
| 18 | 2 | 0.2% |
| 19 | 5 | 0.5% |
| 20 | 16 | 1.6% |
| 21 | 24 | |
| 22 | 39 | |
| 23 | 42 | |
| 24 | 39 | |
| 25 | 48 | |
| 26 | 54 | |
| 27 | 49 |
| Value | Count | Frequency (%) |
| 75 | 1 | 0.1% |
| 74 | 3 | |
| 73 | 2 | 0.2% |
| 70 | 1 | 0.1% |
| 68 | 1 | 0.1% |
| 67 | 3 | |
| 66 | 4 | |
| 65 | 7 | |
| 64 | 3 | |
| 63 | 5 |
C2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| yes | |
|---|---|
| no | 37 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.963 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | yes |
|---|---|
| 2nd row | yes |
| 3rd row | yes |
| 4th row | yes |
| 5th row | yes |
Common Values
| Value | Count | Frequency (%) |
| yes | 963 | |
| no | 37 | 3.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| yes | 963 | |
| no | 37 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
C3
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| V3 | |
|---|---|
| V5 | |
| V2 | |
| V4 | |
| V1 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V5 |
|---|---|
| 2nd row | V3 |
| 3rd row | V5 |
| 4th row | V3 |
| 5th row | V3 |
Common Values
| Value | Count | Frequency (%) |
| V3 | 345 | |
| V5 | 251 | |
| V2 | 171 | |
| V4 | 171 | |
| V1 | 62 | 6.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| v3 | 345 | |
| v5 | 251 | |
| v2 | 171 | |
| v4 | 171 | |
| v1 | 62 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 46 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.46443367 |
| Minimum | 3 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 11 |
| median | 18 |
| Q3 | 24 |
| 95-th percentile | 47 |
| Maximum | 72 |
| Range | 69 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 12.06211599 |
|---|---|
| Coefficient of variation (CV) | 0.5894185094 |
| Kurtosis | 0.9382521302 |
| Mean | 20.46443367 |
| Median Absolute Deviation (MAD) | 6.5 |
| Skewness | 1.098691202 |
| Sum | 20464.43367 |
| Variance | 145.4946421 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 99 | 9.9% |
| 24 | 93 | 9.3% |
| 23 | 89 | 8.9% |
| 12 | 87 | 8.7% |
| 17 | 60 | 6.0% |
| 18 | 52 | 5.2% |
| 36 | 49 | 4.9% |
| 9 | 41 | 4.1% |
| 6 | 39 | 3.9% |
| 14 | 39 | 3.9% |
| Other values (36) | 352 |
| Value | Count | Frequency (%) |
| 3 | 3 | 0.3% |
| 4 | 3 | 0.3% |
| 5 | 36 | 3.6% |
| 6 | 39 | 3.9% |
| 7 | 4 | 0.4% |
| 8 | 27 | 2.7% |
| 9 | 41 | |
| 10 | 18 | 1.8% |
| 11 | 99 | |
| 12 | 87 |
| Value | Count | Frequency (%) |
| 72 | 1 | 0.1% |
| 60 | 9 | 0.9% |
| 59 | 4 | 0.4% |
| 54 | 1 | 0.1% |
| 53 | 1 | 0.1% |
| 48 | 21 | |
| 47 | 27 | |
| 46 | 1 | 0.1% |
| 45 | 4 | 0.4% |
| 44 | 1 | 0.1% |
C5
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| V3 | |
|---|---|
| V7 | |
| V2 | |
| V1 | |
| V9 | |
| Other values (5) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.012 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V2 |
|---|---|
| 2nd row | V7 |
| 3rd row | V2 |
| 4th row | V7 |
| 5th row | V1 |
Common Values
| Value | Count | Frequency (%) |
| V3 | 280 | |
| V7 | 234 | |
| V2 | 181 | |
| V1 | 103 | 10.3% |
| V9 | 97 | 9.7% |
| V6 | 50 | 5.0% |
| V5 | 22 | 2.2% |
| V10 | 12 | 1.2% |
| V4 | 12 | 1.2% |
| V8 | 9 | 0.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| v3 | 280 | |
| v7 | 234 | |
| v2 | 181 | |
| v1 | 103 | 10.3% |
| v9 | 97 | 9.7% |
| v6 | 50 | 5.0% |
| v5 | 22 | 2.2% |
| v10 | 12 | 1.2% |
| v4 | 12 | 1.2% |
| v8 | 9 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
C6
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| V1 | |
|---|---|
| V5 | |
| V2 | |
| V3 | |
| V4 | 48 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V1 |
|---|---|
| 2nd row | V1 |
| 3rd row | V1 |
| 4th row | V1 |
| 5th row | V1 |
Common Values
| Value | Count | Frequency (%) |
| V1 | 603 | |
| V5 | 183 | 18.3% |
| V2 | 103 | 10.3% |
| V3 | 63 | 6.3% |
| V4 | 48 | 4.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| v1 | 603 | |
| v5 | 183 | 18.3% |
| v2 | 103 | 10.3% |
| v3 | 63 | 6.3% |
| v4 | 48 | 4.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| V4 | |
|---|---|
| V1 | |
| V2 | |
| V3 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V1 |
|---|---|
| 2nd row | V1 |
| 3rd row | V2 |
| 4th row | V1 |
| 5th row | V4 |
Common Values
| Value | Count | Frequency (%) |
| V4 | 394 | |
| V1 | 274 | |
| V2 | 269 | |
| V3 | 63 | 6.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| v4 | 394 | |
| v1 | 274 | |
| v2 | 269 | |
| v3 | 63 | 6.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| V4 | |
|---|---|
| V1 | |
| V2 | |
| V3 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V3 |
|---|---|
| 2nd row | V1 |
| 3rd row | V3 |
| 4th row | V4 |
| 5th row | V1 |
Common Values
| Value | Count | Frequency (%) |
| V4 | 332 | |
| V1 | 282 | |
| V2 | 232 | |
| V3 | 154 |
Length
Pie chart
| Value | Count | Frequency (%) |
| v4 | 332 | |
| v1 | 282 | |
| v2 | 232 | |
| v3 | 154 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 916 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3270.739 |
| Minimum | 249 |
|---|---|
| Maximum | 18424 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 249 |
|---|---|
| 5-th percentile | 708.9 |
| Q1 | 1365.5 |
| median | 2319 |
| Q3 | 3971.25 |
| 95-th percentile | 9162.65 |
| Maximum | 18424 |
| Range | 18175 |
| Interquartile range (IQR) | 2605.75 |
Descriptive statistics
| Standard deviation | 2822.732086 |
|---|---|
| Coefficient of variation (CV) | 0.8630257827 |
| Kurtosis | 4.292731863 |
| Mean | 3270.739 |
| Median Absolute Deviation (MAD) | 1098 |
| Skewness | 1.949655282 |
| Sum | 3270739 |
| Variance | 7967816.427 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1257 | 3 | 0.3% |
| 1533 | 3 | 0.3% |
| 1216 | 3 | 0.3% |
| 3398 | 2 | 0.2% |
| 1037 | 2 | 0.2% |
| 2246 | 2 | 0.2% |
| 1381 | 2 | 0.2% |
| 701 | 2 | 0.2% |
| 3148 | 2 | 0.2% |
| 1264 | 2 | 0.2% |
| Other values (906) | 977 |
| Value | Count | Frequency (%) |
| 249 | 1 | |
| 276 | 1 | |
| 338 | 2 | |
| 343 | 1 | |
| 362 | 1 | |
| 367 | 1 | |
| 385 | 1 | |
| 392 | 1 | |
| 408 | 1 | |
| 425 | 1 |
| Value | Count | Frequency (%) |
| 18424 | 1 | |
| 15944 | 1 | |
| 15857 | 1 | |
| 15671 | 1 | |
| 15652 | 1 | |
| 14895 | 1 | |
| 14782 | 1 | |
| 14554 | 1 | |
| 14421 | 1 | |
| 14317 | 1 |
C13
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| V3 | |
|---|---|
| V1 | |
| V2 | 47 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V3 |
|---|---|
| 2nd row | V3 |
| 3rd row | V3 |
| 4th row | V3 |
| 5th row | V3 |
Common Values
| Value | Count | Frequency (%) |
| V3 | 816 | |
| V1 | 137 | 13.7% |
| V2 | 47 | 4.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| v3 | 816 | |
| v1 | 137 | 13.7% |
| v2 | 47 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| V3 | |
|---|---|
| V2 | |
| V4 | |
| V1 | 22 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V4 |
|---|---|
| 2nd row | V3 |
| 3rd row | V4 |
| 4th row | V3 |
| 5th row | V3 |
Common Values
| Value | Count | Frequency (%) |
| V3 | 630 | |
| V2 | 200 | 20.0% |
| V4 | 148 | 14.8% |
| V1 | 22 | 2.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| v3 | 630 | |
| v2 | 200 | 20.0% |
| v4 | 148 | 14.8% |
| v1 | 22 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
C16
Real number (ℝ≥0)
| Distinct | 996 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40647.645 |
| Minimum | 1446 |
|---|---|
| Maximum | 220716 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 1446 |
|---|---|
| 5-th percentile | 7784.6 |
| Q1 | 19447.75 |
| median | 33797 |
| Q3 | 56198.75 |
| 95-th percentile | 96787.8 |
| Maximum | 220716 |
| Range | 219270 |
| Interquartile range (IQR) | 36751 |
Descriptive statistics
| Standard deviation | 28281.59232 |
|---|---|
| Coefficient of variation (CV) | 0.6957744371 |
| Kurtosis | 2.802524804 |
| Mean | 40647.645 |
| Median Absolute Deviation (MAD) | 16987.5 |
| Skewness | 1.340223268 |
| Sum | 40647645 |
| Variance | 799848464.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43560 | 2 | 0.2% |
| 21540 | 2 | 0.2% |
| 19836 | 2 | 0.2% |
| 29272 | 2 | 0.2% |
| 30964 | 1 | 0.1% |
| 12081 | 1 | 0.1% |
| 60412 | 1 | 0.1% |
| 52590 | 1 | 0.1% |
| 23225 | 1 | 0.1% |
| 7067 | 1 | 0.1% |
| Other values (986) | 986 |
| Value | Count | Frequency (%) |
| 1446 | 1 | |
| 1560 | 1 | |
| 1900 | 1 | |
| 2062 | 1 | |
| 2296 | 1 | |
| 2668 | 1 | |
| 3457 | 1 | |
| 3546 | 1 | |
| 4001 | 1 | |
| 4030 | 1 |
| Value | Count | Frequency (%) |
| 220716 | 1 | |
| 187204 | 1 | |
| 157435 | 1 | |
| 155195 | 1 | |
| 146439 | 1 | |
| 145341 | 1 | |
| 131107 | 1 | |
| 127113 | 1 | |
| 126233 | 1 | |
| 125218 | 1 |
C18
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| V1 | |
|---|---|
| V3 | 52 |
| V2 | 41 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V1 |
|---|---|
| 2nd row | V1 |
| 3rd row | V1 |
| 4th row | V1 |
| 5th row | V1 |
Common Values
| Value | Count | Frequency (%) |
| V1 | 907 | |
| V3 | 52 | 5.2% |
| V2 | 41 | 4.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| v1 | 907 | |
| v3 | 52 | 5.2% |
| v2 | 41 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
C19
Real number (ℝ≥0)
| Distinct | 856 |
|---|---|
| Distinct (%) | 85.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4999.929 |
| Minimum | 2272 |
|---|---|
| Maximum | 8633 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 2272 |
|---|---|
| 5-th percentile | 3405.6 |
| Q1 | 4322.75 |
| median | 4976.5 |
| Q3 | 5699.5 |
| 95-th percentile | 6687.9 |
| Maximum | 8633 |
| Range | 6361 |
| Interquartile range (IQR) | 1376.75 |
Descriptive statistics
| Standard deviation | 1011.98354 |
|---|---|
| Coefficient of variation (CV) | 0.202399582 |
| Kurtosis | -0.1800648176 |
| Mean | 4999.929 |
| Median Absolute Deviation (MAD) | 676.5 |
| Skewness | 0.1527404825 |
| Sum | 4999929 |
| Variance | 1024110.685 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4407 | 4 | 0.4% |
| 5514 | 4 | 0.4% |
| 5634 | 3 | 0.3% |
| 5325 | 3 | 0.3% |
| 4200 | 3 | 0.3% |
| 4978 | 3 | 0.3% |
| 4628 | 3 | 0.3% |
| 5602 | 3 | 0.3% |
| 3601 | 3 | 0.3% |
| 5677 | 3 | 0.3% |
| Other values (846) | 968 |
| Value | Count | Frequency (%) |
| 2272 | 1 | |
| 2285 | 1 | |
| 2536 | 1 | |
| 2555 | 1 | |
| 2587 | 1 | |
| 2609 | 1 | |
| 2614 | 1 | |
| 2634 | 1 | |
| 2644 | 1 | |
| 2675 | 1 |
| Value | Count | Frequency (%) |
| 8633 | 1 | |
| 8066 | 1 | |
| 7805 | 1 | |
| 7615 | 1 | |
| 7609 | 1 | |
| 7605 | 1 | |
| 7595 | 1 | |
| 7453 | 1 | |
| 7437 | 1 | |
| 7429 | 1 |
C20
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 4 | |
|---|---|
| 2 | |
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 413 | |
| 2 | 308 | |
| 3 | 149 | 14.9% |
| 1 | 130 | 13.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 4 | 413 | |
| 2 | 308 | |
| 3 | 149 | 14.9% |
| 1 | 130 | 13.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
C21
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| V2 | |
|---|---|
| V4 | |
| V3 | |
| V1 | 49 |
| V5 | 40 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V2 |
|---|---|
| 2nd row | V4 |
| 3rd row | V3 |
| 4th row | V2 |
| 5th row | V3 |
Common Values
| Value | Count | Frequency (%) |
| V2 | 530 | |
| V4 | 293 | |
| V3 | 88 | 8.8% |
| V1 | 49 | 4.9% |
| V5 | 40 | 4.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| v2 | 530 | |
| v4 | 293 | |
| v3 | 88 | 8.8% |
| v1 | 49 | 4.9% |
| v5 | 40 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| V1 | |
|---|---|
| V2 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V2 |
|---|---|
| 2nd row | V1 |
| 3rd row | V2 |
| 4th row | V1 |
| 5th row | V1 |
Common Values
| Value | Count | Frequency (%) |
| V1 | 596 | |
| V2 | 404 |
Length
Pie chart
| Value | Count | Frequency (%) |
| v1 | 596 | |
| v2 | 404 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
C23
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 28 |
| 4 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 633 | |
| 2 | 333 | |
| 3 | 28 | 2.8% |
| 4 | 6 | 0.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 633 | |
| 2 | 333 | |
| 3 | 28 | 2.8% |
| 4 | 6 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| V2 | |
|---|---|
| V1 | |
| V3 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V3 |
|---|---|
| 2nd row | V1 |
| 3rd row | V2 |
| 4th row | V1 |
| 5th row | V1 |
Common Values
| Value | Count | Frequency (%) |
| V2 | 713 | |
| V1 | 179 | 17.9% |
| V3 | 108 | 10.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| v2 | 713 | |
| v1 | 179 | 17.9% |
| v3 | 108 | 10.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 45 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.421 |
| Minimum | 3 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 11 |
| median | 18 |
| Q3 | 24 |
| 95-th percentile | 47 |
| Maximum | 72 |
| Range | 69 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 12.09255924 |
|---|---|
| Coefficient of variation (CV) | 0.5921629323 |
| Kurtosis | 0.922454624 |
| Mean | 20.421 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.094927827 |
| Sum | 20421 |
| Variance | 146.229989 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 99 | 9.9% |
| 24 | 93 | 9.3% |
| 23 | 91 | 9.1% |
| 12 | 87 | 8.7% |
| 17 | 60 | 6.0% |
| 18 | 53 | 5.3% |
| 36 | 49 | 4.9% |
| 9 | 41 | 4.1% |
| 14 | 39 | 3.9% |
| 6 | 39 | 3.9% |
| Other values (35) | 349 |
| Value | Count | Frequency (%) |
| 3 | 3 | 0.3% |
| 4 | 3 | 0.3% |
| 5 | 39 | 3.9% |
| 6 | 39 | 3.9% |
| 7 | 4 | 0.4% |
| 8 | 27 | 2.7% |
| 9 | 41 | |
| 10 | 18 | 1.8% |
| 11 | 99 | |
| 12 | 87 |
| Value | Count | Frequency (%) |
| 72 | 1 | 0.1% |
| 60 | 9 | 0.9% |
| 59 | 4 | 0.4% |
| 54 | 1 | 0.1% |
| 53 | 1 | 0.1% |
| 48 | 21 | |
| 47 | 27 | |
| 46 | 1 | 0.1% |
| 45 | 4 | 0.4% |
| 44 | 1 | 0.1% |
C27
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 4 | |
|---|---|
| 2 | |
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 2 |
| 3rd row | 4 |
| 4th row | 2 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 476 | |
| 2 | 231 | |
| 3 | 157 | 15.7% |
| 1 | 136 | 13.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 4 | 476 | |
| 2 | 231 | |
| 3 | 157 | 15.7% |
| 1 | 136 | 13.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
C28
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| V3 | |
|---|---|
| V2 | |
| V4 | |
| V1 | 50 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V3 |
|---|---|
| 2nd row | V3 |
| 3rd row | V1 |
| 4th row | V2 |
| 5th row | V4 |
Common Values
| Value | Count | Frequency (%) |
| V3 | 548 | |
| V2 | 310 | |
| V4 | 92 | 9.2% |
| V1 | 50 | 5.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| v3 | 548 | |
| v2 | 310 | |
| v4 | 92 | 9.2% |
| v1 | 50 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
C29
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 848 | |
| 2.0 | 152 | 15.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 848 | |
| 2.0 | 152 | 15.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | Class | C1 | C2 | C3 | C4 | C5 | C6 | C7 | C8 | C9 | C13 | C14 | C16 | C18 | C19 | C20 | C21 | C22 | C23 | C24 | C25 | C27 | C28 | C29 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1.0 | 53 | yes | V5 | 11.0 | V2 | V1 | V1 | V3 | 7865 | V3 | V4 | 30964 | V1 | 3824 | 4 | V2 | V2 | 1 | V3 | 11 | 4 | V3 | 1.0 |
| 1 | 1 | 0.0 | 35 | yes | V3 | 11.0 | V7 | V1 | V1 | V1 | 3904 | V3 | V3 | 157435 | V1 | 5160 | 2 | V4 | V1 | 2 | V1 | 11 | 2 | V3 | 2.0 |
| 2 | 2 | 1.0 | 40 | yes | V5 | 18.0 | V2 | V1 | V2 | V3 | 4296 | V3 | V4 | 21999 | V1 | 3720 | 3 | V3 | V2 | 1 | V2 | 18 | 4 | V1 | 1.0 |
| 3 | 3 | 0.0 | 28 | yes | V3 | 14.0 | V7 | V1 | V1 | V4 | 1402 | V3 | V3 | 56353 | V1 | 6245 | 4 | V2 | V1 | 1 | V1 | 14 | 2 | V2 | 1.0 |
| 4 | 4 | 0.0 | 40 | yes | V3 | 11.0 | V1 | V1 | V4 | V1 | 1503 | V3 | V3 | 6160 | V1 | 5496 | 4 | V3 | V1 | 1 | V1 | 11 | 4 | V4 | 1.0 |
| 5 | 5 | 0.0 | 25 | yes | V2 | 11.0 | V3 | V1 | V2 | V1 | 624 | V1 | V2 | 13282 | V3 | 4030 | 1 | V2 | V1 | 1 | V2 | 11 | 4 | V4 | 1.0 |
| 6 | 6 | 0.0 | 61 | yes | V3 | 6.0 | V4 | V3 | V4 | V1 | 1337 | V3 | V3 | 58376 | V1 | 4304 | 4 | V2 | V1 | 1 | V2 | 6 | 1 | V1 | 1.0 |
| 7 | 7 | 1.0 | 24 | yes | V2 | 12.0 | V2 | V1 | V2 | V2 | 2968 | V3 | V3 | 69444 | V1 | 5968 | 3 | V5 | V1 | 2 | V1 | 12 | 4 | V2 | 1.0 |
| 8 | 8 | 0.0 | 25 | yes | V3 | 11.0 | V2 | V1 | V4 | V1 | 762 | V3 | V3 | 25653 | V1 | 7189 | 1 | V2 | V2 | 1 | V2 | 11 | 4 | V2 | 1.0 |
| 9 | 9 | 0.0 | 44 | yes | V5 | 36.0 | V7 | V1 | V4 | V4 | 10874 | V3 | V3 | 13784 | V1 | 4399 | 2 | V3 | V2 | 2 | V2 | 36 | 2 | V3 | 2.0 |
Last rows
| df_index | Class | C1 | C2 | C3 | C4 | C5 | C6 | C7 | C8 | C9 | C13 | C14 | C16 | C18 | C19 | C20 | C21 | C22 | C23 | C24 | C25 | C27 | C28 | C29 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 1090 | NaN | 43 | yes | V2 | 17.0 | V2 | V1 | V4 | V2 | 1533 | V3 | V2 | 44754 | V2 | 4487 | 1 | V2 | V1 | 1 | V2 | 17 | 4 | V4 | 2.0 |
| 991 | 1091 | NaN | 25 | yes | V3 | 18.0 | V3 | V1 | V1 | V1 | 1344 | V1 | V3 | 30397 | V1 | 7370 | 3 | V2 | V1 | 1 | V2 | 18 | 4 | V4 | 1.0 |
| 992 | 1092 | NaN | 29 | yes | V5 | 21.0 | V7 | V1 | V1 | V4 | 1601 | V3 | V3 | 25331 | V1 | 5841 | 3 | V4 | V2 | 2 | V2 | 21 | 4 | V4 | 1.0 |
| 993 | 1093 | NaN | 46 | yes | V5 | 24.0 | V7 | V1 | V4 | V4 | 2538 | V3 | V2 | 37402 | V1 | 3345 | 4 | V3 | V1 | 2 | V2 | 24 | 4 | V3 | 2.0 |
| 994 | 1094 | NaN | 22 | yes | V2 | 13.0 | V3 | V1 | V2 | V2 | 2100 | V3 | V2 | 14812 | V3 | 6116 | 4 | V2 | V1 | 1 | V2 | 13 | 2 | V2 | 1.0 |
| 995 | 1095 | NaN | 31 | yes | V3 | 48.0 | V3 | V1 | V1 | V4 | 6758 | V3 | V3 | 23786 | V1 | 4200 | 2 | V2 | V2 | 1 | V2 | 48 | 3 | V2 | 1.0 |
| 996 | 1096 | NaN | 39 | yes | V5 | 22.0 | V3 | V3 | V4 | V4 | 2674 | V3 | V3 | 43446 | V1 | 4844 | 4 | V2 | V1 | 1 | V2 | 22 | 3 | V3 | 1.0 |
| 997 | 1097 | NaN | 23 | yes | V3 | 17.0 | V2 | V1 | V1 | V1 | 2123 | V3 | V3 | 18760 | V1 | 4044 | 4 | V4 | V1 | 2 | V1 | 17 | 4 | V2 | 1.0 |
| 998 | 1098 | NaN | 25 | no | V2 | 5.0 | V3 | V1 | V2 | V1 | 589 | V3 | V2 | 35026 | V1 | 5054 | 3 | V2 | V1 | 1 | V2 | 5 | 3 | V4 | 1.0 |
| 999 | 1099 | NaN | 34 | yes | V3 | 7.0 | V3 | V1 | V2 | V1 | 2576 | V3 | V3 | 66466 | V3 | 5034 | 2 | V2 | V1 | 1 | V2 | 7 | 2 | V3 | 1.0 |